Flow Matching

Momentum

79 papers in the last four weeks, up 365% on the four weeks before. 0.8% of all new papers.

Jul 13Week of Sep 28

Latest papers 446

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  1. A Unified Measure-Theoretic View of Diffusion, Score-Based, and Flow Matching Generative Models

    May 7, 2026Aditya Ranganath, Mukesh SinghalFlow MatchingGenerative Modeling

  2. FREPix: Frequency-Heterogeneous Flow Matching for Pixel-Space Image Generation

    May 7, 2026Mingfeng Lin, Jiakun Chen, Liang Han +1Flow MatchingConditional Image Generation

  3. A Flow Matching Algorithm for Many-Shot Adaptation to Unseen Distributions

    May 7, 2026Tyler Ingebrand, Ruihan Zhao, Kushagra Gupta +3Flow MatchingFlow-Based Generative Modeling

  4. Entropy-Regularized Adjoint Matching for Offline Reinforcement Learning

    May 7, 2026Abdelghani Ghanem, Mounir GhoghoFlow MatchingOffline RL

  5. P-Guide: Parameter-Efficient Prior Steering for Single-Pass CFG Inference

    May 7, 2026Xin Peng, Ang GaoFlow MatchingClassifier-Free Guidance

  6. Physical Fidelity Reconstruction via Improved Consistency-Distilled Flow Matching for Dynamical Systems

    May 7, 2026Sicheng Ma, Tianyue Yang, Xiuzhe Wu +1Flow MatchingOne-Step Generative Modeling

  7. SDFlow: Similarity-Driven Flow Matching for Time Series Generation

    May 7, 2026Wei Li, Shibo Feng, Pengcheng Wu +3Flow MatchingTime Series Generation

  8. Spherical Flows for Sampling Categorical Data

    May 7, 2026Jannis Chemseddine, Gregor Kornhardt, Gabriele SteidlFlow MatchingSynthetic Data Generation

  9. Direct Product Flow Matching: Decoupling Radial and Angular Dynamics for Few-Shot Adaptation

    May 6, 2026Hongxu Chen, Yanghao Wang, Bowei Zhu +6Cross-Modal LearningFlow Matching

  10. Conditional Flow-VAE for Safety-Critical Traffic Scenario Generation

    May 6, 2026Zimu Gong, Brian Zhaoning Zhang, Chris Zhang +2Flow MatchingSynthetic Data Generation for Robotics

  11. FluxFlow: Conservative Flow-Matching for Astronomical Image Super-Resolution

    May 5, 2026Shuhong Liu, Xining Ge, Ziteng Cui +8Flow MatchingImage Super-Resolution

  12. Tree-Conditioned Edit Flows for Ancestral Sequence Reconstruction

    May 5, 2026Emil Sharafutdinov, Ingemar AndréFlow MatchingPhylogenetic Inference

  13. Flow Matching on Symmetric Spaces

    May 5, 2026Francesco Ruscelli, Ferdinando Zanchetta, Rita FioresiFlow MatchingRiemannian Flow Matching

  14. Mixture Prototype Flow Matching for Open-Set Supervised Anomaly Detection

    May 4, 2026Fuyun Wang, Yuanzhi Wang, Xu Guo +6Flow MatchingPrototype Learning

  15. DirectEdit: Step-Level Accurate Inversion for Flow-Based Image Editing

    May 4, 2026Desong Yang, Mang YeFlow MatchingText-Guided Image Editing

  16. Generative Modeling with Orbit-Space Particle Flow Matching

    May 4, 2026Sinan Wang, Jinjin He, Shenyifan Lu +3Flow MatchingOne-Step Generative Modeling

  17. CoFlow: Coordinated Few-Step Flow for Offline Multi-Agent Decision Making

    May 2, 2026Guowei Zou, Haitao Wang, Beiwen Zhang +2Flow MatchingMulti-Agent Coordination

  18. Arbitrarily Conditioned Hierarchical Flows for Spatiotemporal Events

    May 2, 2026Keyan Chen, Qiwei Yuan, Zhitong Xu +2Temporal Point ProcessesFlow Matching

  19. Posterior Augmented Flow Matching

    May 1, 2026George Stoica, Sayak Paul, Matthew Wallingford +6Flow MatchingConditional Image Generation

  20. Divergence is Uncertainty: A Closed-Form Posterior Covariance for Flow Matching

    May 1, 2026Jiarui Xing, Song Wang, Jian WangFlow MatchingUncertainty Quantification

  21. Flow matching for Sentinel-2 super-resolution: implementation, application, and implications

    May 1, 2026Dakota Hester, Vitor S. Martins, Lucas B. Ferreira +2Flow MatchingLand Cover Classification

  22. Free Energy Surface Sampling via Reduced Flow Matching

    May 1, 2026Zichen Liu, Tiejun LiFree Energy CalculationFlow Matching

  23. FlowS: One-Step Motion Prediction via Local Transport Conditioning

    Apr 28, 2026Leandro Di Bella, Adrian Munteanu, Bruno CornelisFlow MatchingTrajectory Generation

  24. PhyloSDF: Phylogenetically-Conditioned Neural Generation of 3D Skull Morphology via Residual Flow Matching

    Apr 28, 2026Kaikwan Lau, Gary P. T. ChoiFlow Matching3D Mesh Generation

  25. Learning biophysical models of gene regulation with probability flow matching

    Apr 27, 2026Suryanarayana Maddu, Victor Chardès, Michael J. ShelleyFlow MatchingSingle-Cell Perturbation Modeling

  26. Point-MF: One-step Point Cloud Generation from a Single Image via Mean Flows

    Apr 27, 2026Yuta Baba, Keiji YanaiFlow MatchingOne-Step Generative Modeling

  27. FlowPlace: Flow Matching for Chip Placement

    Apr 26, 2026Peng Xie, Ke Xue, Yunqi Shi +6Constrained Generative ModelingFlow Matching

  28. Adversarial Flow Matching for Imperceptible Attacks on End-to-End Autonomous Driving

    Apr 26, 2026Xinyu Zeng, Xiangkun He, Lei Tao +2Flow MatchingEnd-to-End Autonomous Driving